{"id":"W4416809435","doi":"10.1177/14614448251395272","title":"Reconceptualising political influencers: An alternative means of definition and analysis","year":2025,"lang":"en","type":"article","venue":"New Media & Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Influencer marketing; Scholarship; Political communication; Value (mathematics); Social media; Public opinion; Opinion leadership","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01945231,0.0008612473,0.0009135576,0.0125269,0.004177675,0.01517558,0.002793901,0.002445968,0.00474178],"category_scores_gemma":[0.03389476,0.0003221606,0.000693692,0.009317242,0.03343968,0.01744106,0.01031392,0.002674361,0.0005641637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003313072,"about_ca_system_score_gemma":0.002882555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002131255,"about_ca_topic_score_gemma":0.002574294,"domain_scores_codex":[0.9826208,0.01172178,0.000870686,0.002206608,0.001857683,0.000722459],"domain_scores_gemma":[0.9726818,0.01577036,0.004328297,0.004389039,0.002001833,0.0008287754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005819441,0.00006175887,0.01905076,0.0002532309,0.00004567427,0.0001787645,0.2743494,0.0002985194,0.000983355,0.6644465,0.001222883,0.03905094],"study_design_scores_gemma":[0.00002736942,0.0001357951,0.01900968,0.0006767555,0.0000714815,0.0005583326,0.2523186,0.004882321,0.00122457,0.5984226,0.1225844,0.00008803365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3993654,0.005671286,0.4363728,0.02009797,0.0006163759,0.0007490468,0.0007699088,0.0002910185,0.1360662],"genre_scores_gemma":[0.9490607,0.0006971991,0.04521054,0.00065606,0.0002533755,0.000696781,0.0002820974,0.0001138683,0.003029316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01945231,"threshold_uncertainty_score":0.1028748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07643476954672265,"score_gpt":0.3547806345165944,"score_spread":0.2783458649698717,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}